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ORCIDBibTeX records: Pavel Brazdil
@article{DBLP:journals/thms/CorreiaGPFPTBSGJ23,
author = {Ant{\'{o}}nio Correia and
Diogo Guimar{\~{a}}es and
Hugo Paredes and
Benjamim Fonseca and
Dennis Paulino and
Lu{\'{\i}}s Trigo and
Pavel Brazdil and
Daniel Schneider and
Andrea Grover and
Shoaib Jameel},
title = {NLP-Crowdsourcing Hybrid Framework for Inter-Researcher Similarity
Detection},
journal = {{IEEE} Trans. Hum. Mach. Syst.},
volume = {53},
number = {6},
pages = {1017--1026},
year = {2023},
url = {https://doi.org/10.1109/THMS.2023.3319290},
doi = {10.1109/THMS.2023.3319290},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/thms/CorreiaGPFPTBSGJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/FreitasBS23,
author = {Fernando Freitas and
Pavel Brazdil and
Carlos Soares},
editor = {Albert Bifet and
Ana Carolina Lorena and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Pedro H. Abreu},
title = {Exploring the Reduction of Configuration Spaces of Workflows},
booktitle = {Discovery Science - 26th International Conference, {DS} 2023, Porto,
Portugal, October 9-11, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14276},
pages = {33--47},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45275-8\_3},
doi = {10.1007/978-3-031-45275-8\_3},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/FreitasBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MuhammadAAOAYAB23,
author = {Shamsuddeen Hassan Muhammad and
Idris Abdulmumin and
Abinew Ali Ayele and
Nedjma Ousidhoum and
David Ifeoluwa Adelani and
Seid Muhie Yimam and
Ibrahim Said Ahmad and
Meriem Beloucif and
Saif M. Mohammad and
Sebastian Ruder and
Oumaima Hourrane and
Al{\'{\i}}pio Jorge and
Pavel Brazdil and
Felermino D{\'{a}}rio M{\'{a}}rio Ant{\'{o}}nio Ali and
Davis David and
Salomey Osei and
Bello Shehu Bello and
Falalu Ibrahim Lawan and
Tajuddeen Gwadabe and
Samuel Rutunda and
Tadesse Destaw Belay and
Wendimu Baye Messelle and
Hailu Beshada Balcha and
Sisay Adugna Chala and
Hagos Tesfahun Gebremichael and
Bernard Opoku and
Stephen Arthur},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {AfriSenti: {A} Twitter Sentiment Analysis Benchmark for African Languages},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {13968--13981},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.862},
doi = {10.18653/V1/2023.EMNLP-MAIN.862},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MuhammadAAOAYAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/MuhammadBJ23,
author = {Shamsuddeen Hassan Muhammad and
Pavel Brazdil and
Al{\'{\i}}pio Jorge},
editor = {Nuno Moniz and
Zita Vale and
Jos{\'{e}} Cascalho and
Catarina Silva and
Raquel Sebasti{\~{a}}o},
title = {Symbolic Versus Deep Learning Techniques for Explainable Sentiment
Analysis},
booktitle = {Progress in Artificial Intelligence - 22nd {EPIA} Conference on Artificial
Intelligence, {EPIA} 2023, Faial Island, Azores, September 5-8, 2023,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14115},
pages = {415--427},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49008-8\_33},
doi = {10.1007/978-3-031-49008-8\_33},
timestamp = {Thu, 04 Jan 2024 08:13:44 +0100},
biburl = {https://dblp.org/rec/conf/epia/MuhammadBJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/MuhammadBJ23,
author = {Shamsuddeen Hassan Muhammad and
Pavel Brazdil and
Al{\'{\i}}pio Jorge},
editor = {Pascal Hitzler and
Md. Kamruzzaman Sarker and
Aaron Eberhart},
title = {Combining Symbolic and Deep Learning Approaches for Sentiment Analysis},
booktitle = {Compendium of Neurosymbolic Artificial Intelligence},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {369},
pages = {506--521},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230155},
doi = {10.3233/FAIA230155},
timestamp = {Mon, 05 Feb 2024 20:35:57 +0100},
biburl = {https://dblp.org/rec/series/faia/MuhammadBJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08956,
author = {Shamsuddeen Hassan Muhammad and
Idris Abdulmumin and
Abinew Ali Ayele and
Nedjma Ousidhoum and
David Ifeoluwa Adelani and
Seid Muhie Yimam and
Ibrahim Said Ahmad and
Meriem Beloucif and
Saif M. Mohammad and
Sebastian Ruder and
Oumaima Hourrane and
Pavel Brazdil and
Felermino D{\'{a}}rio M{\'{a}}rio Ant{\'{o}}nio Ali and
Davis David and
Salomey Osei and
Bello Shehu Bello and
Falalu Ibrahim and
Tajuddeen Gwadabe and
Samuel Rutunda and
Tadesse Destaw Belay and
Wendimu Baye Messelle and
Hailu Beshada Balcha and
Sisay Adugna Chala and
Hagos Tesfahun Gebremichael and
Bernard Opoku and
Steven Arthur},
title = {AfriSenti: {A} Twitter Sentiment Analysis Benchmark for African Languages},
journal = {CoRR},
volume = {abs/2302.08956},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08956},
doi = {10.48550/ARXIV.2302.08956},
eprinttype = {arXiv},
eprint = {2302.08956},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aepia/MuhongoBS22,
author = {Tim{\'{o}}teo Muhongo and
Pavel Brazdil and
F{\'{a}}tima Silva},
title = {Detection of Loanwords in Angolan Portuguese: {A} Text Mining Approach},
journal = {Inteligencia Artif.},
volume = {25},
number = {69},
pages = {87--106},
year = {2022},
url = {https://doi.org/10.4114/intartif.vol25iss69pp87-106},
doi = {10.4114/INTARTIF.VOL25ISS69PP87-106},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aepia/MuhongoBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BrazdilRGM22,
author = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {Advances in Metalearning: {ECML/PKDD} Workshop on Meta-Knowledge Transfer},
booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
pages = {1--7},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/brazdil22a.html},
timestamp = {Mon, 04 Sep 2023 17:13:09 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BrazdilRGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/HetlerovicPBSF22,
author = {Dusan Hetlerovic and
Lubos Popel{\'{\i}}nsk{\'{y}} and
Pavel Brazdil and
Carlos Soares and
Fernando Freitas},
editor = {Tassadit Bouadi and
{\'{E}}lisa Fromont and
Eyke H{\"{u}}llermeier},
title = {On Usefulness of Outlier Elimination in Classification Tasks},
booktitle = {Advances in Intelligent Data Analysis {XX} - 20th International Symposium
on Intelligent Data Analysis, {IDA} 2022, Rennes, France, April 20-22,
2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13205},
pages = {143--156},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-01333-1\_12},
doi = {10.1007/978-3-031-01333-1\_12},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/HetlerovicPBSF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecml/2022metaknow,
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/2022metaknow.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08277,
author = {Shamsuddeen Hassan Muhammad and
David Ifeoluwa Adelani and
Sebastian Ruder and
Ibrahim Said Ahmad and
Idris Abdulmumin and
Bello Shehu Bello and
Monojit Choudhury and
Chris Chinenye Emezue and
Saheed Abdullahi Salahudeen and
Aremu Anuoluwapo and
Al{\'{\i}}pio Jeorge and
Pavel Brazdil},
title = {NaijaSenti: {A} Nigerian Twitter Sentiment Corpus for Multilingual
Sentiment Analysis},
journal = {CoRR},
volume = {abs/2201.08277},
year = {2022},
url = {https://arxiv.org/abs/2201.08277},
eprinttype = {arXiv},
eprint = {2201.08277},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02632,
author = {Rui Portocarrero Sarmento and
Douglas de O. Cardoso and
Jo{\~{a}}o Gama and
Pavel Brazdil},
title = {Contextualization for the Organization of Text Documents Streams},
journal = {CoRR},
volume = {abs/2206.02632},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02632},
doi = {10.48550/ARXIV.2206.02632},
eprinttype = {arXiv},
eprint = {2206.02632},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/SarmentoCDBG21,
author = {Rui Portocarrero Sarmento and
Douglas de O. Cardoso and
Kemmily Dearo and
Pavel Brazdil and
Jo{\~{a}}o Gama},
title = {Text documents streams with improved incremental similarity},
journal = {Soc. Netw. Anal. Min.},
volume = {11},
number = {1},
pages = {113},
year = {2021},
url = {https://doi.org/10.1007/s13278-021-00826-z},
doi = {10.1007/S13278-021-00826-Z},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/SarmentoCDBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LeiteB21,
author = {Rui Leite and
Pavel Brazdil},
editor = {Isabelle Guyon and
Jan N. van Rijn and
S{\'{e}}bastien Treguer and
Joaquin Vanschoren},
title = {Exploiting Performance-based Similarity between Datasets in Metalearning},
booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
2021, virtual, February 9, 2021},
series = {Proceedings of Machine Learning Research},
volume = {140},
pages = {90--99},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v140/leite21a.html},
timestamp = {Fri, 15 Jul 2022 14:51:04 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LeiteB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichms/GuimaraesPCTBP21,
author = {Diogo Guimar{\~{a}}es and
Dennis Paulino and
Ant{\'{o}}nio Correia and
Lu{\'{\i}}s Trigo and
Pavel Brazdil and
Hugo Paredes},
title = {Towards a Human-AI Hybrid Framework for Inter-Researcher Similarity
Detection},
booktitle = {2nd {IEEE} International Conference on Human-Machine Systems, {ICHMS}
2021, Magdeburg, Germany, September 8-10, 2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICHMS53169.2021.9582633},
doi = {10.1109/ICHMS53169.2021.9582633},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichms/GuimaraesPCTBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/MuhammadBJ20,
author = {Shamsuddeen Hassan Muhammad and
Pavel Brazdil and
Al{\'{\i}}pio Jorge},
editor = {Joemon M. Jose and
Emine Yilmaz and
Jo{\~{a}}o Magalh{\~{a}}es and
Pablo Castells and
Nicola Ferro and
M{\'{a}}rio J. Silva and
Fl{\'{a}}vio Martins},
title = {Incremental Approach for Automatic Generation of Domain-Specific Sentiment
Lexicon},
booktitle = {Advances in Information Retrieval - 42nd European Conference on {IR}
Research, {ECIR} 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12036},
pages = {619--623},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-45442-5\_81},
doi = {10.1007/978-3-030-45442-5\_81},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecir/MuhammadBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/propor/NobregaJBP20,
author = {Fernando Ant{\^{o}}nio Asevedo N{\'{o}}brega and
Al{\'{\i}}pio M. Jorge and
Pavel Brazdil and
Thiago A. S. Pardo},
editor = {Paulo Quaresma and
Renata Vieira and
Sandra M. Alu{\'{\i}}sio and
Helena Moniz and
Fernando Batista and
Teresa Gon{\c{c}}alves},
title = {Sentence Compression for Portuguese},
booktitle = {Computational Processing of the Portuguese Language - 14th International
Conference, {PROPOR} 2020, Evora, Portugal, March 2-4, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12037},
pages = {270--280},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-41505-1\_26},
doi = {10.1007/978-3-030-41505-1\_26},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/propor/NobregaJBP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/CordeiroSBKG19,
author = {M{\'{a}}rio Cordeiro and
Rui Portocarrero Sarmento and
Pavel Brazdil and
Masahiro Kimura and
Jo{\~{a}}o Gama},
editor = {Hocine Cherifi and
Sabrina Gaito and
Jos{\'{e}} Fernendo Mendes and
Esteban Moro and
Luis Mateus Rocha},
title = {Identifying, Ranking and Tracking Community Leaders in Evolving Social
Networks},
booktitle = {Complex Networks and Their Applications {VIII} - Volume 1 Proceedings
of the Eighth International Conference on Complex Networks and Their
Applications {COMPLEX} {NETWORKS} 2019, Lisbon, Portugal, December
10-12, 2019},
series = {Studies in Computational Intelligence},
volume = {881},
pages = {198--210},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36687-2\_17},
doi = {10.1007/978-3-030-36687-2\_17},
timestamp = {Sun, 02 Oct 2022 15:57:51 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/CordeiroSBKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/MoutinhoBC19,
author = {V{\^{a}}nia Moutinho and
Pavel Brazdil and
Jo{\~{a}}o Cordeiro},
editor = {Ana L. N. Fred and
Joaquim Filipe},
title = {Association and Temporality between News and Tweets},
booktitle = {Proceedings of the 11th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2019, Volume 1: KDIR, Vienna, Austria, September 17-19, 2019},
pages = {500--507},
publisher = {ScitePress},
year = {2019},
url = {https://doi.org/10.5220/0008362105000507},
doi = {10.5220/0008362105000507},
timestamp = {Tue, 06 Jun 2023 14:58:01 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/MoutinhoBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsca/AbdulrahmanBZA19,
author = {Salisu Mamman Abdulrahman and
Pavel Brazdil and
Wan Mohd Nazmee Wan Zainon and
Alhassan Adamu},
title = {Simplifying the Algorithm Selection Using Reduction of Rankings of
Classification Algorithms},
booktitle = {Proceedings of the 8th International Conference on Software and Computer
Applications, {ICSCA} '19, Penang, Malaysia, February 19-21, 2019},
pages = {140--148},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3316615.3316674},
doi = {10.1145/3316615.3316674},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icsca/AbdulrahmanBZA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BrazdilG18,
author = {Pavel Brazdil and
Christophe G. Giraud{-}Carrier},
title = {Metalearning and Algorithm Selection: progress, state of the art and
introduction to the 2018 Special Issue},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {1--14},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5692-y},
doi = {10.1007/S10994-017-5692-Y},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BrazdilG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AbdulrahmanBRV18,
author = {Salisu Mamman Abdulrahman and
Pavel Brazdil and
Jan N. van Rijn and
Joaquin Vanschoren},
title = {Speeding up algorithm selection using average ranking and active testing
by introducing runtime},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {79--108},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5687-8},
doi = {10.1007/S10994-017-5687-8},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/AbdulrahmanBRV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/SarmentoCBG18,
author = {Rui Portocarrero Sarmento and
M{\'{a}}rio Cordeiro and
Pavel Brazdil and
Jo{\~{a}}o Gama},
editor = {Slimane Hammoudi and
Michal Smialek and
Olivier Camp and
Joaquim Filipe},
title = {Incremental TextRank - Automatic Keyword Extraction for Text Streams},
booktitle = {Proceedings of the 20th International Conference on Enterprise Information
Systems, {ICEIS} 2018, Funchal, Madeira, Portugal, March 21-24, 2018,
Volume 1},
pages = {363--370},
publisher = {SciTePress},
year = {2018},
url = {https://doi.org/10.5220/0006639703630370},
doi = {10.5220/0006639703630370},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iceis/SarmentoCBG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-02960,
author = {M{\'{a}}rio Cordeiro and
Rui Portocarrero Sarmento and
Pavel Brazdil and
Jo{\~{a}}o Gama},
title = {Dynamic Laplace: Efficient Centrality Measure for Weighted or Unweighted
Evolving Networks},
journal = {CoRR},
volume = {abs/1808.02960},
year = {2018},
url = {http://arxiv.org/abs/1808.02960},
eprinttype = {arXiv},
eprint = {1808.02960},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-02960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-11746,
author = {Rui Portocarrero Sarmento and
Pavel Brazdil},
title = {Incremental Sparse {TFIDF} {\&} Incremental Similarity with Bipartite
Graphs},
journal = {CoRR},
volume = {abs/1811.11746},
year = {2018},
url = {http://arxiv.org/abs/1811.11746},
eprinttype = {arXiv},
eprint = {1811.11746},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-11746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/SarmentoCBG17,
author = {Rui Portocarrero Sarmento and
M{\'{a}}rio Cordeiro and
Pavel Brazdil and
Jo{\~{a}}o Gama},
editor = {Chantal Cherifi and
Hocine Cherifi and
M{\'{a}}rton Karsai and
Mirco Musolesi},
title = {Efficient Incremental Laplace Centrality Algorithm for Dynamic Networks},
booktitle = {Complex Networks {\&} Their Applications {VI} - Proceedings of
Complex Networks 2017 (The Sixth International Conference on Complex
Networks and Their Applications), {COMPLEX} {NETWORKS} 2017, Lyon,
France, November 29 - December 1, 2017},
series = {Studies in Computational Intelligence},
volume = {689},
pages = {341--352},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72150-7\_28},
doi = {10.1007/978-3-319-72150-7\_28},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/complexnetworks/SarmentoCBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CachadaAB17,
author = {Miguel Cachada and
Salisu Mamman Abdulrahman and
Pavel Brazdil},
editor = {Pavel Brazdil and
Joaquin Vanschoren and
Frank Hutter and
Holger H. Hoos},
title = {Combining Feature and Algorithm Hyperparameter Selection using some
Metalearning Methods},
booktitle = {Proceedings of the International Workshop on Automatic Selection,
Configuration and Composition of Machine Learning Algorithms co-located
with the European Conference on Machine Learning {\&} Principles
and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
2017, Skopje, Macedonia, September 22, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1998},
pages = {69--83},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1998/paper\_07.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CachadaAB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2017automl,
editor = {Pavel Brazdil and
Joaquin Vanschoren and
Frank Hutter and
Holger H. Hoos},
title = {Proceedings of the International Workshop on Automatic Selection,
Configuration and Composition of Machine Learning Algorithms co-located
with the European Conference on Machine Learning {\&} Principles
and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML
2017, Skopje, Macedonia, September 22, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1998},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1998},
urn = {urn:nbn:de:0074-1998-0},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2017automl.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/VilaltaGBS17,
author = {Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Pavel Brazdil and
Carlos Soares},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Inductive Transfer},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {666--671},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_138},
doi = {10.1007/978-1-4899-7687-1\_138},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/VilaltaGBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/BrazdilVGS17,
author = {Pavel Brazdil and
Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Carlos Soares},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Metalearning},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {818--823},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_543},
doi = {10.1007/978-1-4899-7687-1\_543},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/BrazdilVGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/KandaCHSB16,
author = {Jorge Y. Kanda and
Andr{\'{e}} C. P. L. F. de Carvalho and
Eduardo R. Hruschka and
Carlos Soares and
Pavel Brazdil},
title = {Meta-learning to select the best meta-heuristic for the Traveling
Salesman Problem: {A} comparison of meta-features},
journal = {Neurocomputing},
volume = {205},
pages = {393--406},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2016.04.027},
doi = {10.1016/J.NEUCOM.2016.04.027},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/KandaCHSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AbdulrahmanB16,
author = {Salisu Mamman Abdulrahman and
Pavel Brazdil},
editor = {Frank Hutter and
Lars Kotthoff and
Joaquin Vanschoren},
title = {Effect of Incomplete Meta-dataset on Average Ranking Method},
booktitle = {Proceedings of the 2016 Workshop on Automatic Machine Learning, AutoML
2016, co-located with 33rd International Conference on Machine Learning
{(ICML} 2016), New York City, NY, USA, June 24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {64},
pages = {1--10},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v64/adbdulrahman\_effect\_2016.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/icml/AbdulrahmanB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/propor/ForteB16,
author = {Ana Catarina Forte and
Pavel Brazdil},
editor = {Jo{\~{a}}o Ricardo Silva and
Ricardo Ribeiro and
Paulo Quaresma and
Andr{\'{e}} Adami and
Ant{\'{o}}nio Branco},
title = {Determining the Level of Clients' Dissatisfaction from Their Commentaries},
booktitle = {Computational Processing of the Portuguese Language - 12th International
Conference, {PROPOR} 2016, Tomar, Portugal, July 13-15, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9727},
pages = {74--85},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41552-9\_7},
doi = {10.1007/978-3-319-41552-9\_7},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/propor/ForteB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AbdulrahmanB16,
author = {Salisu Mamman Abdulrahman and
Pavel Brazdil},
title = {Effect of Incomplete Meta-dataset on Average Ranking Method},
journal = {CoRR},
volume = {abs/1608.06845},
year = {2016},
url = {http://arxiv.org/abs/1608.06845},
eprinttype = {arXiv},
eprint = {1608.06845},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AbdulrahmanB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/ValizadehB15,
author = {Mohammadreza Valizadeh and
Pavel Brazdil},
title = {Density-based graph model summarization: Attaining better performance
and efficiency},
journal = {Intell. Data Anal.},
volume = {19},
number = {3},
pages = {617--629},
year = {2015},
url = {https://doi.org/10.3233/IDA-150735},
doi = {10.3233/IDA-150735},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/ValizadehB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/PintoSB15,
author = {F{\'{a}}bio Pinto and
Carlos Soares and
Pavel Brazdil},
title = {Combining regression models and metaheuristics to optimize space allocation
in the retail industry},
journal = {Intell. Data Anal.},
volume = {19},
number = {s1},
pages = {S149--S162},
year = {2015},
url = {https://doi.org/10.3233/IDA-150775},
doi = {10.3233/IDA-150775},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/PintoSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/ValizadehB15,
author = {Mohammadreza Valizadeh and
Pavel Brazdil},
title = {Exploring actor-object relationships for query-focused multi-document
summarization},
journal = {Soft Comput.},
volume = {19},
number = {11},
pages = {3109--3121},
year = {2015},
url = {https://doi.org/10.1007/s00500-014-1471-x},
doi = {10.1007/S00500-014-1471-X},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/ValizadehB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/TrigoVSB15,
author = {Lu{\'{\i}}s Trigo and
Martin V{\'{\i}}ta and
Rui Sarmento and
Pavel Brazdil},
editor = {Ana L. N. Fred and
Jan L. G. Dietz and
David Aveiro and
Kecheng Liu and
Joaquim Filipe},
title = {Retrieval, Visualization and Validation of Affinities between Documents},
booktitle = {{KMIS} 2015 - Proceedings of the International Conference on Knowledge
Management and Information Sharing, part of the 7th International
Joint Conference on Knowledge Discovery, Knowledge Engineering and
Knowledge Management {(IC3K} 2015), Volume 3, Lisbon, Portugal, November
12-14, 2015},
pages = {452--459},
publisher = {SciTePress},
year = {2015},
url = {https://doi.org/10.5220/0005662904520459},
doi = {10.5220/0005662904520459},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/TrigoVSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/RijnABV15,
author = {Jan N. van Rijn and
Salisu Mamman Abdulrahman and
Pavel Brazdil and
Joaquin Vanschoren},
editor = {{\'{E}}lisa Fromont and
Tijl De Bie and
Matthijs van Leeuwen},
title = {Fast Algorithm Selection Using Learning Curves},
booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
{IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9385},
pages = {298--309},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24465-5\_26},
doi = {10.1007/978-3-319-24465-5\_26},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/RijnABV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbdulrahmanBRV15,
author = {Salisu Mamman Abdulrahman and
Pavel Brazdil and
Jan N. van Rijn and
Joaquin Vanschoren},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Algorithm Selection via Meta-learning and Sample-based Active Testing},
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
pages = {55--66},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455/paper-07.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AbdulrahmanBRV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2015metasel,
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Lars Kotthoff},
title = {Proceedings of the 2015 International Workshop on Meta-Learning and
Algorithm Selection co-located with European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1455},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1455},
urn = {urn:nbn:de:0074-1455-8},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2015metasel.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/AbdulrahmanB14,
author = {Salisu Mamman Abdulrahman and
Pavel Brazdil},
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Carlos Soares and
Lars Kotthoff},
title = {Measures for Combining Accuracy and Time for Meta-learning},
booktitle = {Proceedings of the International Workshop on Meta-learning and Algorithm
Selection co-located with 21st European Conference on Artificial Intelligence,
MetaSel@ECAI 2014, Prague, Czech Republic, August 19, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1201},
pages = {49--50},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1201/paper-11.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:14 +0100},
biburl = {https://dblp.org/rec/conf/ecai/AbdulrahmanB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecai/2014metasel,
editor = {Joaquin Vanschoren and
Pavel Brazdil and
Carlos Soares and
Lars Kotthoff},
title = {Proceedings of the International Workshop on Meta-learning and Algorithm
Selection co-located with 21st European Conference on Artificial Intelligence,
MetaSel@ECAI 2014, Prague, Czech Republic, August 19, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1201},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1201},
urn = {urn:nbn:de:0074-1201-9},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/2014metasel.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/CordeiroDB13,
author = {Jo{\~{a}}o Cordeiro and
Ga{\"{e}}l Dias and
Pavel Brazdil},
editor = {Lu{\'{\i}}s Correia and
Lu{\'{\i}}s Paulo Reis and
Jos{\'{e}} Cascalho},
title = {Rule Induction for Sentence Reduction},
booktitle = {Progress in Artificial Intelligence - 16th Portuguese Conference on
Artificial Intelligence, {EPIA} 2013, Angra do Hero{\'{\i}}smo,
Azores, Portugal, September 9-12, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8154},
pages = {528--539},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40669-0\_45},
doi = {10.1007/978-3-642-40669-0\_45},
timestamp = {Thu, 20 Jan 2022 14:32:12 +0100},
biburl = {https://dblp.org/rec/conf/epia/CordeiroDB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/LeiteBV12,
author = {Rui Leite and
Pavel Brazdil and
Joaquin Vanschoren},
editor = {Petra Perner},
title = {Selecting Classification Algorithms with Active Testing},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 8th International
Conference, {MLDM} 2012, Berlin, Germany, July 13-20, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7376},
pages = {117--131},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31537-4\_10},
doi = {10.1007/978-3-642-31537-4\_10},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/LeiteBV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/Moreira-MatiasMGB12,
author = {Lu{\'{\i}}s Moreira{-}Matias and
Jo{\~{a}}o Mendes{-}Moreira and
Jo{\~{a}}o Gama and
Pavel Brazdil},
editor = {Petra Perner},
title = {Text Categorization Using an Ensemble Classifier Based on a Mean Co-association
Matrix},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 8th International
Conference, {MLDM} 2012, Berlin, Germany, July 13-20, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7376},
pages = {525--539},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31537-4\_41},
doi = {10.1007/978-3-642-31537-4\_41},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/Moreira-MatiasMGB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/GrigonyteCDMB10,
author = {Gintare Grigonyte and
Jo{\~{a}}o Cordeiro and
Ga{\"{e}}l Dias and
Rumen Moraliyski and
Pavel Brazdil},
editor = {Chu{-}Ren Huang and
Dan Jurafsky},
title = {Paraphrase Alignment for Synonym Evidence Discovery},
booktitle = {{COLING} 2010, 23rd International Conference on Computational Linguistics,
Proceedings of the Conference, 23-27 August 2010, Beijing, China},
pages = {403--411},
publisher = {Tsinghua University Press},
year = {2010},
url = {https://aclanthology.org/C10-1046/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/GrigonyteCDMB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/LeiteB10,
author = {Rui Leite and
Pavel Brazdil},
editor = {Helder Coelho and
Rudi Studer and
Michael J. Wooldridge},
title = {Active Testing Strategy to Predict the Best Classification Algorithm
via Sampling and Metalearning},
booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
Lisbon, Portugal, August 16-20, 2010, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {215},
pages = {309--314},
publisher = {{IOS} Press},
year = {2010},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=17763},
timestamp = {Fri, 26 Apr 2019 14:26:43 +0200},
biburl = {https://dblp.org/rec/conf/ecai/LeiteB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dmkdh/VilaltaGB10,
author = {Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Pavel Brazdil},
editor = {Oded Maimon and
Lior Rokach},
title = {Meta-Learning - Concepts and Techniques},
booktitle = {Data Mining and Knowledge Discovery Handbook, 2nd ed},
pages = {717--731},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-09823-4\_36},
doi = {10.1007/978-0-387-09823-4\_36},
timestamp = {Tue, 25 Feb 2020 11:33:46 +0100},
biburl = {https://dblp.org/rec/reference/dmkdh/VilaltaGB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/BrazdilL10,
author = {Pavel Brazdil and
Rui Leite},
editor = {Jacek Koronacki and
Zbigniew W. Ras and
Slawomir T. Wierzchon and
Janusz Kacprzyk},
title = {Determining the Best Classification Algorithm with Recourse to Sampling
and Metalearning},
booktitle = {Advances in Machine Learning {I:} Dedicated to the Memory of Professor
Ryszard S. Michalski},
series = {Studies in Computational Intelligence},
volume = {262},
pages = {173--188},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-05177-7\_8},
doi = {10.1007/978-3-642-05177-7\_8},
timestamp = {Sat, 19 Oct 2019 19:02:31 +0200},
biburl = {https://dblp.org/rec/series/sci/BrazdilL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/VilaltaGBS10,
author = {Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Pavel Brazdil and
Carlos Soares},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Inductive Transfer},
booktitle = {Encyclopedia of Machine Learning},
pages = {545--548},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_401},
doi = {10.1007/978-0-387-30164-8\_401},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/VilaltaGBS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/BrazdilVGS10,
author = {Pavel Brazdil and
Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Carlos Soares},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Metalearning},
booktitle = {Encyclopedia of Machine Learning},
pages = {662--666},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_538},
doi = {10.1007/978-0-387-30164-8\_538},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/BrazdilVGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0022052,
author = {Pavel Brazdil and
Christophe G. Giraud{-}Carrier and
Carlos Soares and
Ricardo Vilalta},
title = {Metalearning - Applications to Data Mining},
series = {Cognitive Technologies},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-540-73263-1},
doi = {10.1007/978-3-540-73263-1},
isbn = {978-3-540-73262-4},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/daglib/0022052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dis/2009,
editor = {Jo{\~{a}}o Gama and
V{\'{\i}}tor Santos Costa and
Al{\'{\i}}pio M{\'{a}}rio Jorge and
Pavel Brazdil},
title = {Discovery Science, 12th International Conference, {DS} 2009, Porto,
Portugal, October 3-5, 2009},
series = {Lecture Notes in Computer Science},
volume = {5808},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04747-3},
doi = {10.1007/978-3-642-04747-3},
isbn = {978-3-642-04746-6},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dis/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/Giraud-CarrierBSV09,
author = {Christophe G. Giraud{-}Carrier and
Pavel Brazdil and
Carlos Soares and
Ricardo Vilalta},
editor = {John Wang},
title = {Meta-Learning},
booktitle = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
pages = {1207--1215},
publisher = {{IGI} Global},
year = {2009},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10976},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/dataware/Giraud-CarrierBSV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsw/CordeiroDB07,
author = {Jo{\~{a}}o Cordeiro and
Ga{\"{e}}l Dias and
Pavel Brazdil},
title = {New Functions for Unsupervised Asymmetrical Paraphrase Detection},
journal = {J. Softw.},
volume = {2},
number = {4},
pages = {12--23},
year = {2007},
url = {https://doi.org/10.4304/jsw.2.4.12-23},
doi = {10.4304/JSW.2.4.12-23},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsw/CordeiroDB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/FreitasCB07,
author = {Alberto Freitas and
Altamiro da Costa Pereira and
Pavel Brazdil},
editor = {Il Yeal Song and
Johann Eder and
Tho Manh Nguyen},
title = {Cost-Sensitive Decision Trees Applied to Medical Data},
booktitle = {Data Warehousing and Knowledge Discovery, 9th International Conference,
DaWaK 2007, Regensburg, Germany, September 3-7, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4654},
pages = {303--312},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74553-2\_28},
doi = {10.1007/978-3-540-74553-2\_28},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/FreitasCB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/LeiteB07,
author = {Rui Leite and
Pavel Brazdil},
editor = {Jos{\'{e}} Neves and
Manuel Filipe Santos and
Jos{\'{e}} Machado},
title = {An Iterative Process for Building Learning Curves and Predicting Relative
Performance of Classifiers},
booktitle = {Progress in Artificial Intelligence, 13th Portuguese Conference on
Aritficial Intelligence, {EPIA} 2007, Workshops: GAIW, AIASTS, ALEA,
AMITA, BAOSW, BI, CMBSB, IROBOT, MASTA, STCS, and TEMA, Guimar{\~{a}}es,
Portugal, December 3-7, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4874},
pages = {87--98},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77002-2\_8},
doi = {10.1007/978-3-540-77002-2\_8},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/epia/LeiteB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/CordeiroDB07,
author = {Jo{\~{a}}o Cordeiro and
Ga{\"{e}}l Dias and
Pavel Brazdil},
editor = {David Wilson and
Geoff Sutcliffe},
title = {Learning Paraphrases from {WNS} Corpora},
booktitle = {Proceedings of the Twentieth International Florida Artificial Intelligence
Research Society Conference, May 7-9, 2007, Key West, Florida, {USA}},
pages = {193--198},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/FLAIRS/2007/flairs07-040.php},
timestamp = {Wed, 26 Oct 2022 08:35:25 +0200},
biburl = {https://dblp.org/rec/conf/flairs/CordeiroDB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/ColasPKB07,
author = {Fabrice Colas and
Pavel Pacl{\'{\i}}k and
Joost N. Kok and
Pavel Brazdil},
editor = {Michael R. Berthold and
John Shawe{-}Taylor and
Nada Lavrac},
title = {Does {SVM} Really Scale Up to Large Bag of Words Feature Spaces?},
booktitle = {Advances in Intelligent Data Analysis VII, 7th International Symposium
on Intelligent Data Analysis, {IDA} 2007, Ljubljana, Slovenia, September
6-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4723},
pages = {296--307},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74825-0\_27},
doi = {10.1007/978-3-540-74825-0\_27},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/ColasPKB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/ColasB06,
author = {Fabrice Colas and
Pavel Brazdil},
editor = {Max Bramer},
title = {Comparison of {SVM} and Some Older Classification Algorithms in Text
Classification Tasks},
booktitle = {Artificial Intelligence in Theory and Practice, {IFIP} 19th World
Computer Congress, {TC} 12: {IFIP} {AI} 2006 Stream, August 21-24,
2006, Santiago, Chile},
series = {{IFIP}},
volume = {217},
pages = {169--178},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-0-387-34747-9\_18},
doi = {10.1007/978-0-387-34747-9\_18},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/ColasB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip5-5/CamposBB06,
author = {Pedro Campos and
Pavel Brazdil and
Paula Brito},
editor = {Luis M. Camarinha{-}Matos and
Hamideh Afsarmanesh and
Martin Ollus},
title = {Organizational Survival In Cooperation Networks: The Case Of Automobile
Manufacturing},
booktitle = {Network-Centric Collaboration and Supporting Frameworks - {IFIP} {TC5}
{WG} 5.5 Seventh {IFIP} Working Conference on Virtual Enterprises,
{PRO-VE} 2006, 25-27 September 2006, Helsinki, Finland},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {224},
pages = {77--84},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-0-387-38269-2\_8},
doi = {10.1007/978-0-387-38269-2\_8},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip5-5/CamposBB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/SoaresB06,
author = {Carlos Soares and
Pavel Brazdil},
editor = {Hisham Haddad},
title = {Selecting parameters of {SVM} using meta-learning and kernel matrix-based
meta-features},
booktitle = {Proceedings of the 2006 {ACM} Symposium on Applied Computing (SAC),
Dijon, France, April 23-27, 2006},
pages = {564--568},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1141277.1141408},
doi = {10.1145/1141277.1141408},
timestamp = {Tue, 06 Nov 2018 11:06:49 +0100},
biburl = {https://dblp.org/rec/conf/sac/SoaresB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tsd/ColasB06,
author = {Fabrice Colas and
Pavel Brazdil},
editor = {Petr Sojka and
Ivan Kopecek and
Karel Pala},
title = {On the Behavior of {SVM} and Some Older Algorithms in Binary Text
Classification Tasks},
booktitle = {Text, Speech and Dialogue, 9th International Conference, {TSD} 2006,
Brno, Czech Republic, September 11-15, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4188},
pages = {45--52},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11846406\_6},
doi = {10.1007/11846406\_6},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/tsd/ColasB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiteB05,
author = {Rui Leite and
Pavel Brazdil},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Predicting relative performance of classifiers from samples},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {497--503},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102414},
doi = {10.1145/1102351.1102414},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeiteB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/datamining2005/VilaltaGB05,
author = {Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Pavel Brazdil},
editor = {Oded Maimon and
Lior Rokach},
title = {Meta-Learning},
booktitle = {The Data Mining and Knowledge Discovery Handbook},
pages = {731--748},
publisher = {Springer},
year = {2005},
timestamp = {Mon, 05 Sep 2005 12:46:21 +0200},
biburl = {https://dblp.org/rec/books/sp/datamining2005/VilaltaGB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecml/2005,
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096},
doi = {10.1007/11564096},
isbn = {3-540-29243-8},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2005,
editor = {Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo and
Pavel Brazdil and
Rui Camacho and
Jo{\~{a}}o Gama},
title = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Porto,
Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3721},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564126},
doi = {10.1007/11564126},
isbn = {3-540-29244-6},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcsa/VilaltaGBS04,
author = {Ricardo Vilalta and
Christophe G. Giraud{-}Carrier and
Pavel Brazdil and
Carlos Soares},
title = {Using Meta-Learning to Support Data Mining},
journal = {Int. J. Comput. Sci. Appl.},
volume = {1},
number = {1},
pages = {31--45},
year = {2004},
url = {http://www.tmrfindia.org/ijcsa/V1I13.pdf},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcsa/VilaltaGBS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Giraud-CarrierVB04,
author = {Christophe G. Giraud{-}Carrier and
Ricardo Vilalta and
Pavel Brazdil},
title = {Introduction to the Special Issue on Meta-Learning},
journal = {Mach. Learn.},
volume = {54},
number = {3},
pages = {187--193},
year = {2004},
url = {https://doi.org/10.1023/B:MACH.0000015878.60765.42},
doi = {10.1023/B:MACH.0000015878.60765.42},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/Giraud-CarrierVB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SoaresBK04,
author = {Carlos Soares and
Pavel Brazdil and
Petr Kuba},
title = {A Meta-Learning Method to Select the Kernel Width in Support Vector
Regression},
journal = {Mach. Learn.},
volume = {54},
number = {3},
pages = {195--209},
year = {2004},
url = {https://doi.org/10.1023/B:MACH.0000015879.28004.9b},
doi = {10.1023/B:MACH.0000015879.28004.9B},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SoaresBK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LeiteB04,
author = {Rui Leite and
Pavel Brazdil},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {Improving Progressive Sampling via Meta-learning on Learning Curves},
booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine
Learning, Pisa, Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3201},
pages = {250--261},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30115-8\_25},
doi = {10.1007/978-3-540-30115-8\_25},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/LeiteB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pris/LeiteB04,
author = {Rui Leite and
Pavel Brazdil},
editor = {Ana L. N. Fred},
title = {A Meta-learning Approach to Improve Progressive Sampling},
booktitle = {Pattern Recognition in Information Systems, Proceedings of the 4th
International Workshop on Pattern Recognition in Information Systems,
{PRIS} 2004, In conjunction with {ICEIS} 2004, Porto, Portugal, April
2004},
pages = {25--34},
publisher = {{INSTICC} Press},
year = {2004},
timestamp = {Tue, 08 Jun 2004 10:53:28 +0200},
biburl = {https://dblp.org/rec/conf/pris/LeiteB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pris/CordeiroB04,
author = {Jo{\~{a}}o Cordeiro and
Pavel Brazdil},
editor = {Ana L. N. Fred},
title = {Learning Text Extraction Rules, without Ignoring Stop Words},
booktitle = {Pattern Recognition in Information Systems, Proceedings of the 4th
International Workshop on Pattern Recognition in Information Systems,
{PRIS} 2004, In conjunction with {ICEIS} 2004, Porto, Portugal, April
2004},
pages = {128--138},
publisher = {{INSTICC} Press},
year = {2004},
timestamp = {Tue, 08 Jun 2004 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pris/CordeiroB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MichalskiB03,
author = {Ryszard S. Michalski and
Pavel Brazdil},
title = {Introduction},
journal = {Mach. Learn.},
volume = {50},
number = {3},
pages = {219--222},
year = {2003},
url = {https://doi.org/10.1023/A:1021756216900},
doi = {10.1023/A:1021756216900},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MichalskiB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BrazdilSC03,
author = {Pavel Brazdil and
Carlos Soares and
Joaquim Pinto da Costa},
title = {Ranking Learning Algorithms: Using {IBL} and Meta-Learning on Accuracy
and Time Results},
journal = {Mach. Learn.},
volume = {50},
number = {3},
pages = {251--277},
year = {2003},
url = {https://doi.org/10.1023/A:1021713901879},
doi = {10.1023/A:1021713901879},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BrazdilSC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/LeiteB03,
author = {Rui Leite and
Pavel Brazdil},
editor = {Fernando Moura{-}Pires and
Salvador Abreu},
title = {Improving Progressive Sampling via Meta-learning},
booktitle = {Progress in Artificial Intelligence, 11th Protuguese Conference on
Artificial Intelligence, {EPIA} 2003, Beja, Portugal, December 4-7,
2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2902},
pages = {313--323},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24580-3\_37},
doi = {10.1007/978-3-540-24580-3\_37},
timestamp = {Sun, 02 Jun 2019 21:25:42 +0200},
biburl = {https://dblp.org/rec/conf/epia/LeiteB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/PengFSB02,
author = {Yonghong Peng and
Peter A. Flach and
Carlos Soares and
Pavel Brazdil},
editor = {Steffen Lange and
Ken Satoh and
Carl H. Smith},
title = {Improved Dataset Characterisation for Meta-learning},
booktitle = {Discovery Science, 5th International Conference, {DS} 2002, L{\"{u}}beck,
Germany, November 24-26, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2534},
pages = {141--152},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36182-0\_14},
doi = {10.1007/3-540-36182-0\_14},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/PengFSB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/SoaresB02,
author = {Carlos Soares and
Pavel Brazdil},
editor = {Francisco J. Garijo and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Miguel Toro},
title = {A Comparative Study of Some Issues Concerning Algorithm Recommendation
Using Ranking Methods},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2002, 8th Ibero-American
Conference on AI, Seville, Spain, November 12-15, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2527},
pages = {80--89},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36131-6\_9},
doi = {10.1007/3-540-36131-6\_9},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/SoaresB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/CamachoB01,
author = {Rui Camacho and
Pavel Brazdil},
editor = {Luc De Raedt and
Peter A. Flach},
title = {Improving the Robustness and Encoding Complexity of Behavioural Clones},
booktitle = {Machine Learning: {EMCL} 2001, 12th European Conference on Machine
Learning, Freiburg, Germany, September 5-7, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2167},
pages = {37--48},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44795-4\_4},
doi = {10.1007/3-540-44795-4\_4},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/CamachoB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/BrazdilSP01,
author = {Pavel Brazdil and
Carlos Soares and
Rui Pereira},
editor = {Pavel Brazdil and
Al{\'{\i}}pio Jorge},
title = {Reducing Rankings of Classifiers by Eliminating Redundant Classifiers},
booktitle = {Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent
Systems, Logic Programming and Constraint Solving, 10th Portuguese
Conference on Artificial Intelligence, {EPIA} 2001, Porto, Portugal,
December 17-20, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2258},
pages = {14--21},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45329-6\_5},
doi = {10.1007/3-540-45329-6\_5},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/epia/BrazdilSP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/SoaresPB01,
author = {Carlos Soares and
Johann Petrak and
Pavel Brazdil},
editor = {Pavel Brazdil and
Al{\'{\i}}pio Jorge},
title = {Sampling-Based Relative Landmarks: Systematically Test-Driving Algorithms
Before Choosing},
booktitle = {Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent
Systems, Logic Programming and Constraint Solving, 10th Portuguese
Conference on Artificial Intelligence, {EPIA} 2001, Porto, Portugal,
December 17-20, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2258},
pages = {88--95},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45329-6\_12},
doi = {10.1007/3-540-45329-6\_12},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/epia/SoaresPB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pris/Brazdil01,
author = {Pavel Brazdil},
editor = {Ana L. N. Fred and
Anil K. Jain},
title = {Ranking Classification Algorithms and Combinations of Methods},
booktitle = {Pattern Recognition in Information Systems, Proceedings of the 1st
International Workshop on Pattern Recognition in Information Systems,
{PRIS} 2001, In conjunction with {ICEIS} 2001, Set{\'{u}}bal,
Portugal, July 6-7, 2001},
pages = {12--13},
publisher = {{ICEIS} Press},
year = {2001},
timestamp = {Fri, 27 Oct 2017 15:34:06 +0200},
biburl = {https://dblp.org/rec/conf/pris/Brazdil01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/epia/2001,
editor = {Pavel Brazdil and
Al{\'{\i}}pio Jorge},
title = {Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent
Systems, Logic Programming and Constraint Solving, 10th Portuguese
Conference on Artificial Intelligence, {EPIA} 2001, Porto, Portugal,
December 17-20, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2258},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45329-6},
doi = {10.1007/3-540-45329-6},
isbn = {3-540-43030-X},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/epia/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GamaB00,
author = {Jo{\~{a}}o Gama and
Pavel Brazdil},
title = {Cascade Generalization},
journal = {Mach. Learn.},
volume = {41},
number = {3},
pages = {315--343},
year = {2000},
url = {https://doi.org/10.1023/A:1007652114878},
doi = {10.1023/A:1007652114878},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GamaB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BrazdilS00,
author = {Pavel Brazdil and
Carlos Soares},
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Enric Plaza},
title = {A Comparison of Ranking Methods for Classification Algorithm Selection},
booktitle = {Machine Learning: {ECML} 2000, 11th European Conference on Machine
Learning, Barcelona, Catalonia, Spain, May 31 - June 2, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1810},
pages = {63--74},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45164-1\_8},
doi = {10.1007/3-540-45164-1\_8},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BrazdilS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SoaresB00,
author = {Carlos Soares and
Pavel Brazdil},
editor = {Djamel A. Zighed and
Henryk Jan Komorowski and
Jan M. Zytkow},
title = {Zoomed Ranking: Selection of Classification Algorithms Based on Relevant
Performance Information},
booktitle = {Principles of Data Mining and Knowledge Discovery, 4th European Conference,
{PKDD} 2000, Lyon, France, September 13-16, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1910},
pages = {126--135},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45372-5\_13},
doi = {10.1007/3-540-45372-5\_13},
timestamp = {Mon, 05 Feb 2024 20:31:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SoaresB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/GamaB99,
author = {Jo{\~{a}}o Gama and
Pavel Brazdil},
title = {Linear tree},
journal = {Intell. Data Anal.},
volume = {3},
number = {1},
pages = {1--22},
year = {1999},
url = {https://doi.org/10.1016/S1088-467X(99)00002-5},
doi = {10.1016/S1088-467X(99)00002-5},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/GamaB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbia/LopesB98,
author = {Alneu de Andrade Lopes and
Pavel Brazdil},
editor = {Fl{\'{a}}vio Moreira de Oliveira},
title = {Redundant Covering with Global Evaluation in the {RC1} Inductive Learner},
booktitle = {Advances in Artificial Intelligence, 14th Brazilian Symposium on Artificial
Intelligence, {SBIA} '98, Porto Alegre, Brazil, November 4-6, 1998,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1515},
pages = {111--120},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/10692710\_12},
doi = {10.1007/10692710\_12},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/sbia/LopesB98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/JorgeB96,
author = {Al{\'{\i}}pio Jorge and
Pavel Brazdil},
editor = {Stephen H. Muggleton},
title = {Integrity Constraints in {ILP} Using a Monte Carlo Approach},
booktitle = {Inductive Logic Programming, 6th International Workshop, ILP-96, Stockholm,
Sweden, August 26-28, 1996, Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {1314},
pages = {229--244},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-63494-0\_58},
doi = {10.1007/3-540-63494-0\_58},
timestamp = {Sat, 30 Apr 2022 12:43:31 +0200},
biburl = {https://dblp.org/rec/conf/ilp/JorgeB96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/JorgeB95,
author = {Al{\'{\i}}pio Jorge and
Pavel Brazdil},
editor = {Nada Lavrac and
Stefan Wrobel},
title = {Learning Recursion with Iterative Bootstrap Induction (Extended Abstract)},
booktitle = {Machine Learning: ECML-95, 8th European Conference on Machine Learning,
Heraclion, Crete, Greece, April 25-27, 1995, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {912},
pages = {299--302},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/3-540-59286-5\_72},
doi = {10.1007/3-540-59286-5\_72},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/JorgeB95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/GamaB95,
author = {Jo{\~{a}}o Gama and
Pavel Brazdil},
editor = {Carlos A. Pinto{-}Ferreira and
Nuno J. Mamede},
title = {Characterization of Classification Algorithms},
booktitle = {Progress in Artificial Intelligence, 7th Portuguese Conference on
Artificial Intelligence, {EPIA} '95, Funchal, Madeira Island, Portugal,
October 3-6, 1995, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {990},
pages = {189--200},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/3-540-60428-6\_16},
doi = {10.1007/3-540-60428-6\_16},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/epia/GamaB95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/BrazdilJ94,
author = {Pavel Brazdil and
Al{\'{\i}}pio Jorge},
editor = {Anthony G. Cohn},
title = {Learning by Refining Algorithm Sketches},
booktitle = {Proceedings of the Eleventh European Conference on Artificial Intelligence,
Amsterdam, The Netherlands, August 8-12, 1994},
pages = {443--447},
publisher = {John Wiley and Sons, Chichester},
year = {1994},
timestamp = {Tue, 20 Jun 2023 09:03:42 +0200},
biburl = {https://dblp.org/rec/conf/ecai/BrazdilJ94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BrazdilGH94,
author = {Pavel Brazdil and
Jo{\~{a}}o Gama and
Bob Henery},
editor = {Francesco Bergadano and
Luc De Raedt},
title = {Characterizing the Applicability of Classification Algorithms Using
Meta-Level Learning},
booktitle = {Machine Learning: ECML-94, European Conference on Machine Learning,
Catania, Italy, April 6-8, 1994, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {784},
pages = {83--102},
publisher = {Springer},
year = {1994},
url = {https://doi.org/10.1007/3-540-57868-4\_52},
doi = {10.1007/3-540-57868-4\_52},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/BrazdilGH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecml/1993,
editor = {Pavel Brazdil},
title = {Machine Learning: ECML-93, European Conference on Machine Learning,
Vienna, Austria, April 5-7, 1993, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {667},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/3-540-56602-3},
doi = {10.1007/3-540-56602-3},
isbn = {3-540-56602-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/1993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ac/Brazdil92,
author = {Pavel Brazdil},
editor = {Vladim{\'{\i}}r Mar{\'{\i}}k and
Olga Step{\'{a}}nkov{\'{a}} and
Robert Trappl},
title = {Approaches to Inductive Logic Programming},
booktitle = {Advanced Topics in Artificial Intelligence, International Summer School,
Prague, Czechoslovakia, July 6-17, 1992, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {617},
pages = {139--160},
publisher = {Springer},
year = {1992},
url = {https://doi.org/10.1007/3-540-55681-8\_34},
doi = {10.1007/3-540-55681-8\_34},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ac/Brazdil92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icci/BrazdilB92,
author = {Pavel Brazdil and
Ivan Bruha},
editor = {Waldemar W. Koczkodaj and
Peter E. Lauer and
Anestis A. Toptsis},
title = {A Method of Processing Unknown Attribute Values by {ID3}},
booktitle = {Computing and Information - ICCI'92, Fourth International Conference
on Computing and Information, Toronto, Ontario, Canada, May 28-30,
1992, Proceedings},
pages = {253--256},
publisher = {{IEEE} Computer Society},
year = {1992},
timestamp = {Mon, 15 Apr 2002 13:14:05 +0200},
biburl = {https://dblp.org/rec/conf/icci/BrazdilB92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Brazdil91,
author = {Pavel Brazdil},
editor = {Setsuo Arikawa and
Akira Maruoka and
Taisuke Sato},
title = {Learning in multi-agent environments},
booktitle = {Algorithmic Learning Theory, 2nd International Workshop, {ALT} '91,
Tokyo, Japan, October 23-25, 1991, Proceedings},
pages = {15},
publisher = {Ohmsha},
year = {1991},
timestamp = {Thu, 28 Jul 2022 13:16:36 +0200},
biburl = {https://dblp.org/rec/conf/alt/Brazdil91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BrazdilGSTV91,
author = {Pavel Brazdil and
Matjaz Gams and
Sati S. Sian and
Lu{\'{\i}}s Torgo and
Walter Van de Velde},
editor = {Yves Kodratoff},
title = {Panel: Learning in Distributed Systems and Multi-Agent Environments},
booktitle = {Machine Learning - EWSL-91, European Working Session on Learning,
Porto, Portugal, March 6-8, 1991, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {482},
pages = {412--423},
publisher = {Springer},
year = {1991},
url = {https://doi.org/10.1007/BFb0017034},
doi = {10.1007/BFB0017034},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BrazdilGSTV91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BrazdilM91,
author = {Pavel Brazdil and
Stephen H. Muggleton},
editor = {Yves Kodratoff},
title = {Learning to Relate Terms in a Multiple Agent Environment},
booktitle = {Machine Learning - EWSL-91, European Working Session on Learning,
Porto, Portugal, March 6-8, 1991, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {482},
pages = {424--439},
publisher = {Springer},
year = {1991},
url = {https://doi.org/10.1007/BFb0017035},
doi = {10.1007/BFB0017035},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BrazdilM91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Brazdil87,
author = {Pavel Brazdil},
editor = {Ivan Bratko and
Nada Lavrac},
title = {Knowledge States and Meta-Knowledge Maintenance},
booktitle = {Progress in Machine Learning - Proceedings of {EWSL} 87: 2nd European
Working Session on Learning, Bled, Yugoslavia, May 1987},
pages = {138--146},
publisher = {Sigma Press, Wilmslow},
year = {1987},
timestamp = {Wed, 31 May 2017 09:02:35 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Brazdil87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Brazdil84,
author = {Pavel Brazdil},
editor = {Tim O'Shea},
title = {Use of Derivation Trees in Discrimination},
booktitle = {Advances in Artificial Intelligence, Proceedings of the Sixth European
Conference on Artificial Intelligence, ECAI-84, Pisa, Italy, September
5-7, 1984},
pages = {239--244},
publisher = {North-Holland},
year = {1984},
timestamp = {Fri, 26 Jul 2019 20:21:09 +0200},
biburl = {https://dblp.org/rec/conf/ecai/Brazdil84.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Brazdil78,
author = {Pavel Brazdil},
editor = {Derek H. Sleeman},
title = {Experimental Learning Model},
booktitle = {Proceedings of {AISB/GI} Conference (Proceedings of the 4th European
Conference on Artificial Intelligence), Hamburg, Germany, 18-20 July
1978},
pages = {46--50},
publisher = {Leeds University},
year = {1978},
timestamp = {Fri, 26 Jul 2019 09:34:22 +0200},
biburl = {https://dblp.org/rec/conf/ecai/Brazdil78.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Brazdil77,
author = {Pavel Brazdil},
editor = {Raj Reddy},
title = {Learning Simple Arithmetic},
booktitle = {Proceedings of the 5th International Joint Conference on Artificial
Intelligence. Cambridge, MA, USA, August 22-25, 1977},
pages = {346},
publisher = {William Kaufmann},
year = {1977},
url = {http://ijcai.org/Proceedings/77-1/Papers/058.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Brazdil77.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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